How to get top 5 movies recommendations from Auto-Encoder
That is not what an auto-encoder is doing. An auto-encoder gives you a compressed representation of the input. It is trained by mapping the input data to itself, with the compressed form in between.

To predict recommendations, you need to train your input data on existing user recommendations.